4.0.0 org.apache.mahout mahout 0.9 org.apache apache 9 pom Apache Mahout http://mahout.apache.org 2008 Mahout's goal is to build scalable machine learning libraries. With scalable we mean: Scalable to reasonably large data sets. Our core algorithms for clustering, classification and batch based collaborative filtering are implemented on top of Apache Hadoop using the map/reduce paradigm. However we do not restrict contributions to Hadoop based implementations: Contributions that run on a single node or on a non-Hadoop cluster are welcome as well. The core libraries are highly optimized to allow for good performance also for non-distributed algorithms. Scalable to support your business case. Mahout is distributed under a commercially friendly Apache Software license. Scalable community. The goal of Mahout is to build a vibrant, responsive, diverse community to facilitate discussions not only on the project itself but also on potential use cases. Come to the mailing lists to find out more. Currently Mahout supports mainly four use cases: Recommendation mining takes users' behavior and from that tries to find items users might like. Clustering takes e.g. text documents and groups them into groups of topically related documents. Classification learns from existing categorized documents what documents of a specific category look like and is able to assign unlabelled documents to the (hopefully) correct category. Frequent itemset mining takes a set of item groups (terms in a query session, shopping cart content) and identifies, which individual items usually appear together. The Apache Software License, Version 2.0 http://www.apache.org/licenses/LICENSE-2.0.txt repo The Apache Software Foundation http://www.apache.org/ User list user-subscribe@mahout.apache.org user-unsubscribe@mahout.apache.org user@mahout.apache.org http://mail-archives.apache.org/mod_mbox/mahout-user/ http://mahout.apache.org/mail/user/ http://mahout.markmail.org/ http://www.nabble.com/Mahout-User-List-f32042.html Developers List dev-subscribe@mahout.apache.org dev-unsubscribe@mahout.apache.org mahout-dev@mahout.apache.org http://mail-archives.apache.org/mod_mbox/mahout-dev/ http://mahout.apache.org/mail/dev/ http://mahout.markmail.org/ http://www.nabble.com/Mahout-Developer-List-f32041.html Commit notifications commits-subscribe@mahout.apache.org commits-unsubscribe@mahout.apache.org http://mail-archives.apache.org/mod_mbox/mahout-commits/ http://mahout.apache.org/mail/commits/ false 1.6 1.6 true UTF-8 2.16 3.0.1 2.10 2.5.2 2.9.1 1.2.1 4.6.1 1.7.5 Jira https://issues.apache.org/jira/browse/MAHOUT apache.snapshots Apache Snapshot Repository http://repository.apache.org/snapshots false 3.0 mahout-core ${project.groupId} ${project.version} ${project.groupId} ${project.version} mahout-core test-jar test mahout-math ${project.groupId} ${project.version} ${project.groupId} ${project.version} mahout-math test-jar mahout-integration ${project.groupId} ${project.version} true mahout-buildtools ${project.groupId} ${project.version} true mahout-examples ${project.groupId} ${project.version} true org.apache.lucene lucene-analyzers-common ${lucene.version} org.apache.lucene lucene-core ${lucene.version} org.apache.lucene lucene-benchmark ${lucene.version} junit junit 4.11 test org.hamcrest hamcrest-all 1.3 test org.easymock easymock 3.2 test com.carrotsearch.randomizedtesting randomizedtesting-runner 2.0.15 test org.apache.lucene lucene-test-framework ${lucene.version} test org.apache.hadoop hadoop-core ${hadoop.version} net.sf.kosmosfs kfs 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